Optimization-Based Motion Synthesis for Unified Manipulation in Robot Hand-Arm Systems with Bowden Cable Transmission

Lingyun Chen1,2, Siqi Yuan1, Junnan Li1, Amartya Ganguly1, Sami Haddadin2
1Munich Institute of Robotics and Machine Intelligence and the Chair of Robotics and Systems Intelligence, Technical University of Munich.
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2Mohamed Bin Zayed University of Artificial Intelligence.
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Abstract

Unified hand–arm robot systems face critical challenges in reliable force transmission, particularly when tendon-driven dexterous hands are actuated via Bowden cables. The remote actuation introduces nonlinear friction, hysteresis, and force loss along the transmission path, which compromise coordinated control between the hand and arm. To mitigate these effects, we propose a nonlinear optimization-based motion synthesis framework that minimizes Bowden cable force variation while maintaining precise end-effector tracking. The framework incorporates multiple objectives, including end-effector pose matching, motion smoothness (penalizing velocity, acceleration, and jerk), kinematic singularity avoidance, joint torque minimization, and Bowden cable bending minimization. We evaluated this motion synthesis framework on a single-cable setup as a representative of a multi-tendon, multi-fingered hand-arm system, demonstrating effective reduction of cable force fluctuations and accurate trajectory tracking.

keywords: Task and motion planning, Robotic grasping and manipulation, Mechatronic system modelling, design, optimization

Unified hand-arm Robot System Overview

Unified robot hand-arm system overview

The complete unified hand-arm robot system integrates a Franka Panda arm, and a hand with Bowden cable transmission, showcasing the mechanical design and force transmission architecture that enables dexterous manipulation.

Experimental setup of the robot hand-arm system

Experimental Setup

The complete experimental setup, illustrating the 7-DOF Franka Emika robot and associated hardware.

(a) Flexible holder system (b) Force measurement unit (c) Encased Bowden cable (d) Motor for Bowden cable tension control

Video Demonstration

This video demonstrates the optimization-based motion synthesis for unified manipulation in robot hand-arm systems with Bowden cable transmission.

Results

Trajectory Analysis

An illustration of the ten tested trajectories of the robot EE, together with the optimized ones and experimentally executed ones using computed control inputs.

Comparison of 10 generated, optimized, and executed trajectories

Force Transmission Analysis

Comparison of force transmission across 10 trajectories during trajectory tracking.

Force transmission analysis across 10 trajectories

Optimized Trajectory Visualization

Optimized execution on Franka robot system

Implementation Code

Code will be provided later